{"id":"https://openalex.org/W4221024089","doi":"https://doi.org/10.35940/ijeat.d3461.0411422","title":"Alzheimer Forecast Analysis u sing Machine Learning","display_name":"Alzheimer Forecast Analysis u sing Machine Learning","publication_year":2022,"publication_date":"2022-03-19","ids":{"openalex":"https://openalex.org/W4221024089","doi":"https://doi.org/10.35940/ijeat.d3461.0411422"},"language":"en","primary_location":{"id":"doi:10.35940/ijeat.d3461.0411422","doi":"https://doi.org/10.35940/ijeat.d3461.0411422","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijeat.d3461.0411422","pdf_url":null,"source":{"id":"https://openalex.org/S4210210796","display_name":"International Journal of Engineering and Advanced Technology","issn_l":"2249-8958","issn":["2249-8958"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Engineering and Advanced Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.35940/ijeat.d3461.0411422","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Prachi Patil","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prachi Patil","raw_affiliation_strings":["Department of Information Technology, Terna Engineering College, Mumbai (M.H), India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Terna Engineering College, Mumbai (M.H), India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014742188","display_name":"Sujata Kadu","orcid":"https://orcid.org/0000-0001-6346-2104","observed_orcids":["https://orcid.org/0000-0001-6346-2104"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prof. Sujata Kadu","raw_affiliation_strings":["Department of Information Technology, Terna Engineering College, Mumbai (M.H), India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Terna Engineering College, Mumbai (M.H), India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03199916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"4","first_page":"62","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/alzheimer-s-disease","display_name":"Alzheimer's disease","score":0.9940000176429749},{"id":"https://openalex.org/keywords/dementia","display_name":"dementia","score":0.7170000076293945},{"id":"https://openalex.org/keywords/alzheimer-s-disease-prediction","display_name":"Alzheimer's disease prediction","score":0.6669999957084656},{"id":"https://openalex.org/keywords/mri-image-analysis","display_name":"MRI image analysis","score":0.6690000295639038},{"id":"https://openalex.org/keywords/adni-dataset","display_name":"ADNI dataset","score":0.7350000143051147},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.49399998784065247},{"id":"https://openalex.org/keywords/machine-learning-algorithm-comparison","display_name":"machine learning algorithm comparison","score":0.7749999761581421},{"id":"https://openalex.org/keywords/neurodegenerative-disease-diagnosis","display_name":"neurodegenerative disease diagnosis","score":0.718999981880188}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.8311713933944702},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5940711498260498},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5113117694854736},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5102975368499756},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4744480848312378},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41483819484710693},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3976631462574005},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3645126521587372},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.16325941681861877},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.35940/ijeat.d3461.0411422","doi":"https://doi.org/10.35940/ijeat.d3461.0411422","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijeat.d3461.0411422","pdf_url":null,"source":{"id":"https://openalex.org/S4210210796","display_name":"International Journal of Engineering and Advanced Technology","issn_l":"2249-8958","issn":["2249-8958"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Engineering and Advanced Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.35940/ijeat.d3461.0411422","doi":"https://doi.org/10.35940/ijeat.d3461.0411422","is_oa":true,"landing_page_url":"https://doi.org/10.35940/ijeat.d3461.0411422","pdf_url":null,"source":{"id":"https://openalex.org/S4210210796","display_name":"International Journal of Engineering and Advanced Technology","issn_l":"2249-8958","issn":["2249-8958"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Engineering and Advanced Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.979200005531311,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1817561967","https://openalex.org/W2769782531","https://openalex.org/W2905442369","https://openalex.org/W2949491829"],"related_works":["https://openalex.org/W6911914738","https://openalex.org/W4285385076","https://openalex.org/W4312892249","https://openalex.org/W4406977133","https://openalex.org/W4403677963","https://openalex.org/W7165966219","https://openalex.org/W4307745700","https://openalex.org/W4400910664","https://openalex.org/W3163318386","https://openalex.org/W7129247612"],"abstract_inverted_index":{"Alzheimer's":[0,35,195,278],"illness":[1,94,146,154,214],"(AD)":[2],"is":[3,37,44,67,80,95,111,118,133,155,205],"observed":[4],"to":[5,59,63,97,179,258],"be":[6,216],"a":[7,38,71,225,239,243,252],"neurodegenerative":[8],"ailment":[9],"that":[10,20,57,73,126,141,266],"moderately":[11],"degrades":[12],"memory":[13,51],"and":[14,52,108,233,242,250,260],"thinking":[15],"abilities.":[16],"Despite":[17],"the":[18,21,32,82,86,90,93,101,128,139,142,153,159,169,181,190,194,203,207,210,213,220,262,270,277],"fact":[19,140],"indications":[22],"are":[23],"kind-hearted":[24],"at":[25,158],"first,":[26],"they":[27],"become":[28],"more":[29,113],"serious":[30],"over":[31],"long":[33],"haul.":[34],"infection":[36,132],"predominant":[39],"kind":[40,69],"of":[41,50,70,81,92,138,144,152,171,183,186,212,229,256,272,276],"dementia.":[42,187],"Dementia":[43],"an":[45,76,122],"all-inclusive":[46],"term":[47],"for":[48],"loss":[49],"other":[53],"brain":[54,78],"related":[55],"activities":[56],"leads":[58],"interference":[60],"in":[61,100,136,165,254],"day":[62,64],"life.":[65],"Alzheimer\u2019s":[66],"one":[68,135],"disease":[72,196],"fundamentally":[74],"affects":[75],"individual\u2019s":[77],"who":[79],"age":[83],"60.":[84],"As":[85],"venerable":[87],"community":[88],"expands,":[89],"occurrence":[91],"required":[96],"increment":[98],"further":[99],"coming":[102],"years,":[103],"so":[104,147],"evolving":[105],"new":[106],"medicines":[107],"symptomatic":[109],"techniques":[110],"getting":[112],"significant.":[114],"The":[115,162],"mentioned":[116],"sickness":[117],"generally":[119],"defined":[120],"as":[121],"immunology":[123],"pathological":[124],"component":[125],"influences":[127],"global":[129],"population.":[130],"This":[131],"testing":[134],"light":[137],"cure":[143],"this":[145,166],"far,":[148],"doesn\u2019t":[149],"exists.":[150],"Conclusion":[151],"however":[156],"examined":[157],"later":[160],"stage.":[161],"work":[163],"introduced":[164],"paper":[167],"estimates":[168],"benefit":[170],"picture":[172],"preparing":[173],"on":[174],"Magnetic":[175],"Reverberation":[176],"Imaging":[177],"(MRI)":[178],"gauge":[180],"likelihood":[182],"prior":[184],"investigation":[185],"We":[188],"gathered":[189],"information":[191],"scrutinized":[192],"by":[193],"Neuroimaging":[197],"Activity":[198],"(ADNI)":[199],"convention.":[200],"Consequently":[201],"if":[202],"contamination":[204],"diagnosed,":[206],"development":[208],"or":[209],"results":[211],"can":[215],"brought":[217],"down.":[218],"In":[219],"proposed":[221],"study,":[222],"we":[223,237],"applied":[224],"profound":[226],"learning":[227,231,248],"approach":[228,268],"machine":[230,247],"algorithms":[232,249],"neural":[234],"organizations,":[235],"wherein":[236],"performed":[238],"detailed":[240],"study":[241],"comparative":[244],"analysis":[245,275],"between":[246],"established":[251],"relationship":[253],"terms":[255],"accuracy":[257],"diagnose":[259],"predict":[261],"disorder.":[263],"Results":[264],"uncovered":[265],"our":[267],"improves":[269],"execution":[271],"computer":[273],"supported":[274],"illness.":[279]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2022-04-03T00:00:00"}